Novel Recommendation based on Personal Popularity Tendency
Jinoh Oh, Sun Park, Hwanjo Yu
Department of Computer Science and Engineering, POSTECH 		Min Song
Information Systems, New Jersey Institute of Technology
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Top 10 Recommendation

ItemRank Gross Tangent Gross PPTM Gross
Fargo (1996) 24,611,975 Fargo (1996) 24,611,975 Fargo (1996) 24,611,975
Trainspotting (1996) 16,501,785 Star Wars (1977) 731,853,665 Trainspotting (1996) 16,501,785
Cement Garden, The (1993) 322,975 Trainspotting (1996) 16,501,785 I Shot Andy Warhol (1996) 1,814,290
People vs. Larry Flynt, The (1996) 20,191,312 People vs. Larry Flynt, The (1996) 20,191,312 Angels and Insects (1995) 5,304,000
I Shot Andy Warhol (1996) 1,814,290 Contact (1997) 149,887,543 Secrets & Lies (1996) 13,417,292
Angels and Insects (1995) 5,304,000 L.A. Confidential (1997) 64,604,977 City Slickers II: The Legend of Curly's Gold (1994) 65,022,360
Star Wars (1977) 731,853,665 Chasing Amy (1997) 12,006,514 Contact (1997) 149,887,543
Antonia's Line (1995) 4,823,217 Full Monty, The (1997) 45,857,453 Freeway (1996) 295,493
Brassed Off (1996) 2,560,471 Secrets & Lies (1996) 13,417,292 Toy Story (1995) 133,344,903
Secrets & Lies (1996) 13,417,292 Leaving Las Vegas (1995) 31,968,347 Terminator 2: Judgment Day (1991) 207,064,802
Average 82,140,098 Average 111,090,086 Average 61,726,444

Fig1. The recommended item's distribution by each method top10

Fig2. The recommended item's distribution by PPTM



Fig3. The difference of recommended item's distribution and feedbacks distribution

Fig4. The difference of recommended item's distribution and feedbackss distrigution

Watching List

Title Gross
Kama Sutra: A Tale of Love (1996) 4,109,095
Chasing Amy (1997) 12,006,514
Grosse Pointe Blank (1997) 28,014,536
Boot, Das (1981) 11,433,134
Gabbeh (1996) 273,967
Donnie Brasco (1997) 60,851,988
Hercules (1997) 142,729,205
English Patient, The (1996) 111,415,132
Godfather, The (1972) 291,702,411
Pillow Book, The (1995) 2,293,037
Average 66,482,901
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